The invention discloses an identity confirmation method based on the overall end-to-end unsteady-state iris cognitive recognition. The method is as follows: step 1, collecting 2000 iris grayscale images; step 2, setting the eye image of the template tester Feature; Step 3, setting the iris quality feature of the template tester; Step 4, converting the template iris normalized image; Step 5, setting 32-bit template features; Step 6, repeating Steps 1 to 5; Step 7, Collect 1 iris grayscale image; Step 8, extract eye image information; Step 9, extract iris quality information; Step 10, extract template iris feature information; Step 11, test iris normalized image; Step 12, test iris features information; step thirteen, the extracted matching value of the template features of the template tester; beneficial effects: improve the integrity of the scheme, improve the fit between data feature expression and recognition, improve the accuracy of recognition and the usability of data.